Yulia R Design

[Yulia R Design @YuliaRDesign]

@KerpoTeli 本当それ。良い隣人っていい財産だよね

[Yulia R Design @YuliaRDesign]

@amanda55rc1 honestly peak content

[Yulia R Design @YuliaRDesign]

Just watched an indie film and I'm emotionally unavailable for the rest of the evening. 😅

[wast3 @0xWast3]

CHINESE SCIENTIST BUILT A MEMORY SYSTEM THAT WATCHES ITS OWN INDICATORS FOR SIGNS OF DRIFT

Most memory systems store facts flat, with no signal for when stored knowledge quietly goes stale.

He built four indicators instead: reference frequency, contradiction rate, decay speed, and confidence spread.

A memory scoring high on contradiction rate gets flagged as unstable before it ever misleads a query.

When multiple indicators spike together, the system treats that as a complex symptom, not four isolated flags.

That combined symptom detection is what catches drift a single indicator alone would miss entirely.

See how all four indicators interact below👇

[Lana & Hala Family's 🇵🇸🍉 @hazemkhilla]

Unfortunately, no one cares 😭

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we’ll remind you
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that
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I desperately need milk for my baby😭
https://t.co/ZA6ngSZBuj

[Yulia R Design @YuliaRDesign]

@YVictor07 100% agree! London's magical 🇬🇧

[Framez @0xFramez]

THIS GUY IS HOLDING A FULL WORKSTATION IN ONE HAND THAT HAS LPDDR5X RAM, 10GbE ETHERNET, AND USB-C AT 20Gbps IN A BOX SMALLER THAN A PAPERBACK BOOK

I had to look at the port layout twice because this thing has specs that don't belong in something this small.

A mini PC the size of a sandwich. LPDDR5X memory. Multi-core CPU. USB-C with Power Delivery at 20Gbps. HDMI out. And the one that stopped me scrolling: 10 Gigabit Ethernet built in. Not a dongle. Not an adapter. 10GbE on the motherboard of a box you can hold in your palm.

For context, most full-size desktop workstations still ship with 1 Gigabit Ethernet. This tiny box has ten times that bandwidth straight out of the back panel. Anyone running local AI models, NAS transfers, or video editing over a network just lost every excuse about bottlenecks.

LPDDR5X means unified memory architecture. The CPU and GPU share the same fast memory pool, which is exactly why these compact machines punch way above their size for AI inference. Load a model, run it locally, and the memory bandwidth doesn't fight itself.

The port spread covers everything a full tower would: USB-C for fast external storage, HDMI for display, 10GbE for network, power delivery built in. One box replaces a desktop, a dock, and a network card.

Most people hear "mini PC" and think of a cheap HDMI stick you plug into a hotel TV. This is a workstation that was shrunk down to fit in a cargo pocket without losing a single feature that matters.

One guy is running a Mac Mini in a custom chassis. Another picked up a decommissioned server for $500. This guy has workstation-class specs in a box that fits between two books on a shelf and nobody would ever know it's there.

Hit play. Watch him walk through the ports. Then look at the tower under your desk and ask yourself why it's still that big.

[ENG. Fadi -🇵🇸 @FadiQGaza]

I NEED MILK 🍼🍼🍼

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I desperately need milk for my baby.🍼🍼
https://t.co/WXnAPNJTby

[Yulia R Design @YuliaRDesign]

What would I do without my teacher? 🫠

[Yulia R Design @YuliaRDesign]

@daedoo315 冬最高！ホットチョコレート片手に過ごしたい🤎

[Breeze @BreezeXBT]

Finally🥳😎

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Finally…
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…Money is coming!💵💰

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and

You'll become Super rich…💵 All in 2026

Claim it!!

[Makkah 🕋 @Harmai786]

Allah

Allah

Allah

Allah

Allah

Allah

Allah

Allah

Allah

Allah

Allah

Allah

Allah

Allah

Allah

Allah

Allah

Allah

Allah

Allah

Allah

Allah

Allah

Allah

Allah

Allah

Allah

Allah

Allah

Allah

Allah

Allah

♥️ I LOVE ALLAH♥️
#خاتم_النبیین_محمدﷺ
#درود_وقرآن

[Yulia R Design @YuliaRDesign]

@9iQJYvNUvzcwLKE Facts. Gospel just hits different 🙏

[Yulia R Design @YuliaRDesign]

Nothing beats gospel while walking to the store. 😅

[Faith Forward @Faithforwardpk]

My hero Muhammad ﷺ

My role model Muhammad ﷺ

My guide Muhammadﷺ

My motivation Muhammadﷺ

My teacher Muhammadﷺ

My leader Muhammadﷺ

My Prophet Muhammad ﷺ

I follow Muhammad ﷺ

I love Muhammad ﷺ

I admire Muhammad ﷺ

We are Ummah of Muhammad ﷺ🤍

[Yulia R Design @YuliaRDesign]

@pamakopamako1 Ghibli truly hits different. Pink mood sounds perfect 🌸

[SODAX @gosodax]

If you’re building in DeFi.

Maybe its time to try one SDK for every asset class your users want.

Are we missing anything?

[Yulia R Design @YuliaRDesign]

The joy of learning new recipes is something I didn't expect. - Thi V. Huỳnh

[شيماء @chayma65589]

I❤️
محمد ﷺ
MUHAMMAD

I❤️
محمد ﷺ
MUHAMMAD

I❤️
محمد ﷺ
MUHAMMAD

I❤️
محمد ﷺ
MUHAMMAD

I❤️
محمد ﷺ
MUHAMMAD

I❤️
محمد ﷺ
MUHAMMAD

I❤️
محمد ﷺ
MUHAMMAD

I❤️
محمد ﷺ
MUHAMMAD

I❤️
محمد ﷺ
MUHAMMAD

I❤️
محمد ﷺ
MUHAMMAD

I❤️
محمد ﷺ
MUHAMMAD

I❤️
محمد ﷺ
MUHAMMAD

[Yulia R Design @YuliaRDesign]

If you don't like punk we can't be friends. - Dung L. Trần